A researcher measured the heart rates of 20 male athletes and 20 female athletes before and immediately after 30 minutes of continuous strenuous exercise. The strenuous exercise included running for 15 minutes and bicycling for 15 minutes. The researcher recorded the data in the table.
Which statement is a valid conclusion from the data?
- A. The male athletes used more energy than the female athletes after 30 minutes of exercise.
- B. Strenuous exercise is more difficult for male athletes than female athletes.
- C. The average increase in heart rate was lower for the females than for the males.
- D. All the females had a lower heart rate than the males after 30 minutes of exercise.
Correct Answer & Rationale
Correct Answer: C
Option C accurately reflects the data, indicating a measurable difference in heart rate between male and female athletes after 30 minutes of exercise. This conclusion is supported by the data trends, which typically show a higher average heart rate in males. Option A makes an assumption about energy expenditure without specific data to support it, making it invalid. Option B incorrectly suggests a subjective comparison of difficulty, which cannot be deduced from heart rate data alone. Lastly, Option D overgeneralizes by claiming that all females had lower heart rates than males, which is unlikely and not supported by typical statistical findings, as individual variations exist.
Option C accurately reflects the data, indicating a measurable difference in heart rate between male and female athletes after 30 minutes of exercise. This conclusion is supported by the data trends, which typically show a higher average heart rate in males. Option A makes an assumption about energy expenditure without specific data to support it, making it invalid. Option B incorrectly suggests a subjective comparison of difficulty, which cannot be deduced from heart rate data alone. Lastly, Option D overgeneralizes by claiming that all females had lower heart rates than males, which is unlikely and not supported by typical statistical findings, as individual variations exist.
Other Related Questions
A diagram of a PV cell being exposed to sunlight is shown below. Click on the labels you want to select and drag them into the boxes to show the components of the PV cell.
- A. Phosphorus-injected layer
- B. Boron-injected layer
- C. Electric field
- D. Energy
Correct Answer & Rationale
Correct Answer: A,B,C
The components of a photovoltaic (PV) cell include the phosphorus-injected layer, which serves as the n-type semiconductor, and the boron-injected layer, acting as the p-type semiconductor. Together, these layers create a junction that facilitates the movement of electrons when exposed to sunlight. The electric field between these layers is crucial for separating charge carriers, enabling electricity generation. Option D, "Energy," is not a structural component of the PV cell but rather a result of its operation. It does not represent a physical part of the cell, making it an incorrect choice.
The components of a photovoltaic (PV) cell include the phosphorus-injected layer, which serves as the n-type semiconductor, and the boron-injected layer, acting as the p-type semiconductor. Together, these layers create a junction that facilitates the movement of electrons when exposed to sunlight. The electric field between these layers is crucial for separating charge carriers, enabling electricity generation. Option D, "Energy," is not a structural component of the PV cell but rather a result of its operation. It does not represent a physical part of the cell, making it an incorrect choice.
A scientist studying solubility increased the temperature of a constant volume of water and measured the amount of sugar that dissolved into solution... Which of the following describes the relationship between the independent and dependent variables?
- A. As the amount of dissolved sugar increased, the temperature of the water decreased.
- B. As the water temperature increased, the amount of dissolved sugar increased.
- C. As the amount of dissolved sugar increased, the amount of water remained constant.
- D. As the water temperature increased, the amount of water decreased.
Correct Answer & Rationale
Correct Answer: B
Option B accurately describes the relationship between the independent variable (temperature of the water) and the dependent variable (amount of dissolved sugar). As temperature rises, solubility typically increases, allowing more sugar to dissolve. Option A incorrectly suggests an inverse relationship; higher temperatures do not cause the amount of dissolved sugar to decrease. Option C, while true, does not address the relationship between the two variables in question. Option D incorrectly implies that increasing temperature leads to a decrease in water volume, which is not relevant in this context.
Option B accurately describes the relationship between the independent variable (temperature of the water) and the dependent variable (amount of dissolved sugar). As temperature rises, solubility typically increases, allowing more sugar to dissolve. Option A incorrectly suggests an inverse relationship; higher temperatures do not cause the amount of dissolved sugar to decrease. Option C, while true, does not address the relationship between the two variables in question. Option D incorrectly implies that increasing temperature leads to a decrease in water volume, which is not relevant in this context.
Which instruction would be most appropriate for step 2 of the procedure?
- A. Provide both group A and group B participants with a daily magnesium supplement.
- B. Provide group A participants with a daily magnesium supplement and provide group B participants with a daily supplement that contains only inactive ingredients.
- C. Provide group A participants with a high-magnesium supplement and group B participants with a low-magnesium supplement...
- D. Provide both group A and group B participants with guidelines about which foods they should consume.
Correct Answer & Rationale
Correct Answer: B
Option B is the most appropriate instruction for step 2 as it establishes a clear experimental control. By giving group A a magnesium supplement and group B an inactive placebo, it allows for a direct comparison of the effects of magnesium on the participants. Option A is incorrect because it does not create a control group; both groups would receive magnesium, making it impossible to determine its specific effects. Option C is flawed as it introduces an additional variable by varying the magnesium levels between groups, complicating the results. Option D fails to provide a direct intervention, which is essential for assessing the impact of magnesium supplementation.
Option B is the most appropriate instruction for step 2 as it establishes a clear experimental control. By giving group A a magnesium supplement and group B an inactive placebo, it allows for a direct comparison of the effects of magnesium on the participants. Option A is incorrect because it does not create a control group; both groups would receive magnesium, making it impossible to determine its specific effects. Option C is flawed as it introduces an additional variable by varying the magnesium levels between groups, complicating the results. Option D fails to provide a direct intervention, which is essential for assessing the impact of magnesium supplementation.
Why is the conclusion about gene variation among cheetahs from Sommer's research more valid than the conclusion from O'Brien's research?
- A. Sommer's research was conducted more recently than O'Brien's
- B. Sommer's research used a different population of cheetahs than O'Brien's
- C. Sommer's conclusion is about disease response, while O'Brien's is about skin grafts.
- D. Sommer's conclusion is based on examining the genes, while O'Brien's conclusion is based on acceptance of a skin graft.
Correct Answer & Rationale
Correct Answer: D
Sommer's conclusion is more valid as it directly examines gene variation, providing a clearer understanding of genetic factors influencing traits. This direct analysis allows for more reliable insights into gene functionality. In contrast, O'Brien's research focuses on skin graft acceptance, which, while informative, does not provide the same depth of genetic examination. Option A is incorrect as recency does not inherently validate research findings. Option B is misleading; differing populations may affect findings but do not necessarily validate one conclusion over another. Option C misrepresents the focus of the studies; both are relevant but differ in application rather than validity.
Sommer's conclusion is more valid as it directly examines gene variation, providing a clearer understanding of genetic factors influencing traits. This direct analysis allows for more reliable insights into gene functionality. In contrast, O'Brien's research focuses on skin graft acceptance, which, while informative, does not provide the same depth of genetic examination. Option A is incorrect as recency does not inherently validate research findings. Option B is misleading; differing populations may affect findings but do not necessarily validate one conclusion over another. Option C misrepresents the focus of the studies; both are relevant but differ in application rather than validity.